jubilant - Story 81843 | Emotion Vectors in Gemma4-31B

The painting, a riot of color and emotion, practically vibrated on the easel. Finn paced his studio, a restless energy coursing through him. He’d finally captured the essence of the sunset he'd been chasing all week. He was on top of the world.

A frantic knocking echoed through the room. Finn scowled, but the feeling quickly evaporated. It was definitely Mrs. Peterson.

He swung open the door to her sour expression. "Mr. Finn! The noise! It is simply intolerable. The banging! The stomping!"

"Sorry, Mrs. Peterson!" He beamed, his eyes sparkling. "I'm just… inspired."

Emotion: jubilant

Cluster: Positive / Joy

PC1 (Valence): 3.66 Positive

PC2 (Disposition): -0.27

Role in Research

This story is one of 1,000 stories generated for the emotion jubilant. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 jubilant stories, after denoising with neutral dialogue baselines, produces the jubilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jubilant vector is projected through the unembedding matrix.

Promoted:

`de`	0.738
`la`	0.707
`!`	0.670
`ecstatic`	0.547
`excitedly`	0.539

Suppressed:

`S`	-0.768
`😞`	-0.485
`ness`	-0.429
`😔`	-0.376
`😥`	-0.351